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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Siyuan Ma

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2 papers indexed here

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Review Open access Aug 2026

Agentic systems in computational pathology: architectures, evidence, and translational challenges

This work reviews agentic systems in computational pathology using an operational taxonomy based on dynamic control flow, inference-time tool selection, and knowledge integration to emphasize validation scope, computational cost, workflow integration, hallucination and security risks, regulatory requirements, patient p...

Xin-Yu Lu, Qian-Kun Li, Yak Gao et al. · 1 citation
Open access Aug 2026

Stage-dependent upregulation of tumor-derived MDK is associated with CAF state remodeling and an ECM-rich immunosuppressive microenvironment in colorectal cancer

The data support a progression-linked association among tumor-cell-enriched MDK, CAF state remodeling, an ECM-high Fib-WNT5A program, and predicted collagen-mediated immune interactions in CRC.

Xia Liu, Siyuan Ma, Shuai Wu et al. · 0 citations

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